Before the demonstration: bring your kitchen brief
Menu & output. List actual dishes, portion sizes, peak demand and the texture and taste you need to reproduce.
Kitchen fit. Record available space, access, power, water, drainage and ventilation; have installation requirements checked locally.
People & workflow. Clarify who prepares and loads ingredients, plates food, cleans equipment and handles exceptions.
Acceptance evidence. Request a trial using your recipes, a written cleaning procedure, service terms and an itemised quotation.
For restaurants, canteens and central kitchens: assess the actual workflow, not just the cooking cycle. Suitability must be established for the specific site and model.
Review Addverb’s mobile and fixed warehouse automation, software layers, Maersk application evidence, and procurement requirements for coordinated fulfillment and returns.
Assess FarmDroid’s seeding and weeding robots, optional spraying, field data and crop requirements, with a clear distinction between FD20 use and future FD60 deliveries.
Assess VideoRay’s Mission Specialist underwater robots, current ownership, accessory compatibility, civil inspection evidence, and the distinction between delivered and future capabilities.
Review igus robot cable carriers, preassembled harnesses and ReBeL automation, with application evidence and configuration checks for cable routing and small robot cells.
Compare SMC pneumatic, electric and vacuum grippers, robot-specific integration options, workpiece constraints and acceptance requirements for reliable end-of-arm tooling.
Review LimX Oli and Luna humanoids, modular TRON platforms, developer documentation and software releases, with clear boundaries between supplied hardware and task autonomy.
Assess DEEP Robotics research and industrial platforms, X30 inspection evidence from Singapore, configuration limits, and requirements for dependable payload and site integration.
Review ROBOTERA’s humanoid bodies, dexterous hands and ERA-42 positioning, separating CES demonstrations and product ratings from validated performance in a buyer’s workflow.
Compare Nexaro NR 1500 and NR 1700 vacuum robots, HUB licence choices and the JobRad office reference, with practical checks for multi-floor cleaning operations.
Review Kärcher KIRA B 50 scrubbing, CV 50 vacuuming, optional docking and fleet reporting, with site-survey questions and clearly scoped customer evidence.
Compare Tennant X4 and X6 ROVR floor scrubbers, BrainOS software and optional charging, using a dated Denver Public Schools reference and practical deployment checks.
Review Aerones wind-turbine inspection services, Gen 3 blade crawlers, maintenance reporting and named operator references, with practical requirements for a service campaign.
Review Exail R7 remotely operated inspection vehicles, payload choices and the Jan De Nul customer reference, with clear scope for maritime inspection and survey projects.
Explore Yamaha Motor YK-XE SCARA robots, cleanroom variants and a moulded-part traceability example, with practical checks for motion, vision and line integration.
Review JAKA Zu12 and S-series collaborative robots, integration options and the HKR Finish Box example, with clear boundaries between arm capabilities and complete systems.
Compare AUBO iS robot configurations, controller compatibility and AuboStudio/SDK resources, with a practical plan for application integration and acceptance.
Review Elite Robots CS model choices, programming tools, optional protection and palletizing references, separating model specifications from complete-cell performance.
Review HIKROBOT mobile robot families, iWMS and RCS coordination, the FAW Jiefang J7 factory reference, and requirements for integrated material handling.
Assess YOUIBOT L300 lifting robots, OW12 semiconductor handling, YOUIFLEET dispatching, and the distinction between a transport platform and a complete equipment interface.
Review SEER Robotics controller and vehicle offerings, SFL-CBD15 variant differences, M4 logistics management and integration responsibilities for automated material handling.
Compare AGILOX OCF configurations, pallet and station requirements, X-SWARM coordination and analytics, with clear distinctions between lift height, station height and site performance.
Examine VisionNav VNP15 configurations, RCS fleet management and a dated automotive cage-stacking application, separating vehicle lift height from the final stack height.
Review Renishaw neuromate robotic guidance, neuroinspire planning, registration options and hospital integration requirements, with model and market boundaries kept explicit.
Distinguish Globus Medical ExcelsiusGPS robotic guidance, Excelsius3D imaging and ExcelsiusHub freehand navigation, with application-specific integration and hospital procurement questions.
Review Medical Microinstruments and Symani, surgeon-controlled motion scaling, NanoWrist instruments and regional indication differences, with hospital program and procurement considerations.
Australian field robotics with SwarmBot platforms, crop-protection and mowing applications, historical commercial evidence and farm evaluation questions.
Swiss industrial cleaning robotics company offering K900 Gen II dry sweepers and the compact K700. Review cleaning modes, fleet configuration and site-specific maintenance requirements.
Vancouver Physical AI developer deploying on existing industrial robots while developing dexterous hands and future humanoids. Separate task-specific proof of concept from Phoenix demonstrations.
Houston humanoid robotics developer targeting skilled industrial work. Review teleoperated welding evidence, development units and the distinction between planned leasing and current commercial readiness.
Norwegian underwater robotics company offering S3 and S6 autonomous vehicles. Compare depth, payload-dependent endurance, survey data and deployment support for infrastructure inspection.
Adaptive robotics supplier combining seven-axis arms, force control and application software. Compare current Rizon configurations, controller ratings and integration requirements.
Danish collaborative robot manufacturer with KR-series seven-axis arms and Edge variants. Distinguish payload and reach by model, integrated-controller requirements and application acceptance.
Embodied robotics company developing mobile manipulation platforms and robot models. Examine G1 hardware, versioned development tools and task-specific deployment evidence.
Shenzhen robotics company developing KUAVO humanoids and research tools. Compare current generations, supported software interfaces and application evidence before specifying a deployment.
French ground robotics manufacturer offering remotely operated fire and rescue platforms. Compare Colossus and Rhyno Protect configurations, operator controls and evidence for deployment requirements.
Autonomy software company partnering with robot manufacturers. Review BrainOS navigation, Clean Suite services, Tennant-specific Clean 2.0 features and operational data responsibilities.
Cleaning equipment supplier with Liberty SC50 and SC60 scrubbers, SC25 and VP25 robots. Compare model-specific autonomy, floor requirements, consumables and local service scope.
Lincoln-based developer of the MIRA surgeon-controlled system. Review its compact architecture, colectomy and benign hysterectomy labeling, staged availability and software service history.
THINK Surgical develops orthopedic robotic systems, including handheld TMINI for total knee replacement. Compare CT planning, implant compatibility, platform versions and current component notices.
Shenzhen robotics developer combining S1 hardware with teleoperation and embodied AI research. Review model-specific specifications, development access, Lumo-2 and SmoothRL evaluation boundaries.
Explore Booster Robotics humanoids for research, education and robot soccer, with model differences, developer resources and practical deployment questions.
PickNik Robotics develops MoveIt Pro for robot manipulation, combining application tools, motion planning and runtime software with hardware integration requirements.
Realtime Robotics develops Resolver cloud software for robotic workcell optimization and RapidPlan for dynamic motion planning, with simulation connectors and distinct execution modes.
ADLATUS Robotics supplies autonomous floor cleaning systems, including CR700C/D scrubbers and the SR1300 sweeper, with service stations, building integration and commissioning support.
Fybots is a TAW-owned cleaning robotics brand with sweep L and XL sweepers, scrub XXL, fy-dock stations and fy-monitor tools for industrial floor cleaning workflows.
Flybotix develops ASIO X inspection drones with ASIO Explore desktop analysis and ASIO Connect cloud tools, supporting confined-space data collection with explicit operating limits.
Voliro develops the Voliro T aerial inspection platform with interchangeable NDT instruments, assisted surface interaction and reporting tools for industrial inspection teams.
Verdant Robotics develops the SharpShooter implement for plant-level weeding, thinning and input application, with crop-specific settings and an announced Sabanto tractor-autonomy integration.
Solinftec develops Solix agricultural robots and ALICE AI, combining crop observation, targeted spraying and field reporting with configuration-specific automation and support.
Company records on this site come from the Zhilianhai company database. To add or correct a company profile, open the company directory and find the matching company, or contact us. This module is the entry point for company submissions.
Checking reach across the whole working envelope, including tool changes.
Estimating cycle time for motion, and finding collisions before they happen.
Comparing two layouts on the same takt time requirement.
Producing a video that operations can react to — useful, and honest feedback.
What simulation cannot tell you
It cannot predict how a human will hand you a part, how much the material varies, or how long a vision system takes to settle in real lighting. Treat the simulated cycle time as the floor, then add real handshakes and a margin before you promise a number to production.
Model input
Where to get it
Why it matters
Part geometry and weight
Drawings plus a scale
Payload and gripper choice
Feeder behaviour
Video of the real line
Stability of presentation
Machine handshake time
PLC trace
The hidden part of the cycle
Operator action
Time study
Human tasks that remain
Use the model as a design tool, not a promise
The most valuable output is not the animation but the list of collisions, awkward poses and unreachable points. Fix those on screen. Every hour spent there is cheaper than an hour spent with a crane in the plant.
How Collaborative Robots Implement Safety Functions
Safety comes from a mechanism, not from lowering the speed.
Illustrations in this article are AI-generated topic images, not photographs of the equipment discussed.
Financial reports are among the most structured sources available to anyone tracking robotics. They are also easy to misread, because the words used for a segment are chosen by each company and do not map cleanly from one to another.
AI-generated topic illustration: 2024-07-26 Rechenwerk, Halle (Saale), 07.jpg — not a photograph of the equipment discussed.
Start with segment definitions
"Automation", "robotics" and "industrial technology" can refer to quite different mixes of hardware, software and service. Read the note that defines the segment rather than assuming the label. Where a company redefines segments, note the change and the restated figures, because a redefinition can move revenue between lines without any change in the underlying business. It is also worth checking whether the prior-year comparatives were restated on the same basis.
AI-generated topic illustration: Factory Automation Robotics Palettizing Bread.jpg — not a photograph of the equipment discussed.AI-generated topic illustration: Igm Robot 20181002.jpg — not a photograph of the equipment discussed.
Distinguish orders from revenue
Order intake, backlog and revenue move on different clocks. In project businesses, revenue recognition can lag an order by several quarters. Growth in one line with a decline in another is not automatically contradictory.
Read the commentary for conditions
Management commentary often explains which end markets were strong and which geographies slowed. That is where the useful granularity lives. Currency effects and one-off items should be separated from underlying movement before drawing conclusions. Restructuring charges, legal settlements and inventory adjustments all sit in the reported number, and each has a different meaning for the following year.
Keep a simple series
Recording a few consistent figures each quarter for a set of companies builds a far more reliable sense of direction than reacting to any single report.
This article offers a reading method and no investment advice or forecast.
Acceptance Testing a Robot Cell: The Plan to Write First
Factory acceptance and site acceptance tests with pass and fail criteria.
“Works well” is not a criterion. Write the sample size, the acceptable cycle time range, the allowed intervention rate and the duration of the run. For example: 500 parts, cycle time within 5% of the agreed figure, no more than 2 manual interventions, safety functions verified against the risk assessment.
Test the failure paths
Stop and restart at every point in the cycle.
E-stop from each operator position, timed and recorded.
Power loss during a move, then recovery.
Bad part, missing part, upside-down part.
Network drop between robot and line controller.
Record each test with a date, the person who ran it and the result. That record is what the maintenance team will use for years.
Encoder and Feedback Options in Robot Joints
The feedback chain decides accuracy, and also how quickly the machine can be recovered.
Illustrations in this article are AI-generated topic images, not photographs of the equipment discussed.
Anyone following robotics companies will eventually notice a quarter where orders jump and revenue does not. The gap is usually structural rather than a sign of trouble, but the reasons matter for interpreting the numbers.
AI-generated topic illustration: 仓储自主移动机器人 — not a photograph of the equipment discussed.
Acceptance gates revenue
In project business, revenue often follows milestones: design freeze, shipment, commissioning, acceptance. An order can be signed, announced and still not be revenue this year. Conversely, revenue in a period may come from orders signed much earlier, which is why a strong revenue quarter can coincide with weak intake without either being contradictory.
AI-generated topic illustration: 仓储搬运机器人 — not a photograph of the equipment discussed.AI-generated topic illustration: Automated Guided Vehicles.jpg — not a photograph of the equipment discussed.
Components and site readiness
Revenue also depends on parts arriving and on the customer's site being ready. Either can delay shipment or acceptance without any change in demand, which is why capacity statements and delivery schedules belong in the same reading. A supplier can be fully sold out on intake while revenue is still catching up with a previous period.
Mix shifts the average
A quarter weighted toward service and spare parts looks different from one weighted toward new lines. Comparing revenue totals without the mix can hide a large change in the underlying business.
What to track instead
Track orders, backlog, revenue and the stated reasons for movement together. A single line, read alone, will mislead in both directions.
This article explains structural timing effects. It provides no forecast for any company.